test / src /f32-dwconv /gen /f32-dwconv-25p8c-minmax-neon-acc2.c
Androidonnxfork's picture
Upload folder using huggingface_hub
8b7c501
raw
history blame
No virus
24.6 kB
// Auto-generated file. Do not edit!
// Template: src/f32-dwconv/unipass-neon.c.in
// Generator: tools/xngen
//
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
#include <assert.h>
#include <arm_neon.h>
#include <xnnpack/dwconv.h>
void xnn_f32_dwconv_minmax_ukernel_25p8c__neon_acc2(
size_t channels,
size_t output_width,
const float** input,
const float* weights,
float* output,
intptr_t input_stride,
size_t output_increment,
size_t input_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(channels != 0);
assert(output_width != 0);
const float32x4_t vmax = vld1q_dup_f32(&params->scalar.max);
const float32x4_t vmin = vld1q_dup_f32(&params->scalar.min);
do {
const float* i0 = input[0];
assert(i0 != NULL);
if XNN_UNPREDICTABLE(i0 != zero) {
i0 = (const float*) ((uintptr_t) i0 + input_offset);
}
const float* i1 = input[1];
assert(i1 != NULL);
if XNN_UNPREDICTABLE(i1 != zero) {
i1 = (const float*) ((uintptr_t) i1 + input_offset);
}
const float* i2 = input[2];
assert(i2 != NULL);
if XNN_UNPREDICTABLE(i2 != zero) {
i2 = (const float*) ((uintptr_t) i2 + input_offset);
}
const float* i3 = input[3];
assert(i3 != NULL);
if XNN_UNPREDICTABLE(i3 != zero) {
i3 = (const float*) ((uintptr_t) i3 + input_offset);
}
const float* i4 = input[4];
assert(i4 != NULL);
if XNN_UNPREDICTABLE(i4 != zero) {
i4 = (const float*) ((uintptr_t) i4 + input_offset);
}
const float* i5 = input[5];
assert(i5 != NULL);
if XNN_UNPREDICTABLE(i5 != zero) {
i5 = (const float*) ((uintptr_t) i5 + input_offset);
}
const float* i6 = input[6];
assert(i6 != NULL);
if XNN_UNPREDICTABLE(i6 != zero) {
i6 = (const float*) ((uintptr_t) i6 + input_offset);
}
const float* i7 = input[7];
assert(i7 != NULL);
if XNN_UNPREDICTABLE(i7 != zero) {
i7 = (const float*) ((uintptr_t) i7 + input_offset);
}
const float* i8 = input[8];
assert(i8 != NULL);
if XNN_UNPREDICTABLE(i8 != zero) {
i8 = (const float*) ((uintptr_t) i8 + input_offset);
}
const float* i9 = input[9];
assert(i9 != NULL);
if XNN_UNPREDICTABLE(i9 != zero) {
i9 = (const float*) ((uintptr_t) i9 + input_offset);
}
const float* i10 = input[10];
assert(i10 != NULL);
if XNN_UNPREDICTABLE(i10 != zero) {
i10 = (const float*) ((uintptr_t) i10 + input_offset);
}
const float* i11 = input[11];
assert(i11 != NULL);
if XNN_UNPREDICTABLE(i11 != zero) {
i11 = (const float*) ((uintptr_t) i11 + input_offset);
}
const float* i12 = input[12];
assert(i12 != NULL);
if XNN_UNPREDICTABLE(i12 != zero) {
i12 = (const float*) ((uintptr_t) i12 + input_offset);
}
const float* i13 = input[13];
assert(i13 != NULL);
if XNN_UNPREDICTABLE(i13 != zero) {
i13 = (const float*) ((uintptr_t) i13 + input_offset);
}
const float* i14 = input[14];
assert(i14 != NULL);
if XNN_UNPREDICTABLE(i14 != zero) {
i14 = (const float*) ((uintptr_t) i14 + input_offset);
}
const float* i15 = input[15];
assert(i15 != NULL);
if XNN_UNPREDICTABLE(i15 != zero) {
i15 = (const float*) ((uintptr_t) i15 + input_offset);
}
const float* i16 = input[16];
assert(i16 != NULL);
if XNN_UNPREDICTABLE(i16 != zero) {
i16 = (const float*) ((uintptr_t) i16 + input_offset);
}
const float* i17 = input[17];
assert(i17 != NULL);
if XNN_UNPREDICTABLE(i17 != zero) {
i17 = (const float*) ((uintptr_t) i17 + input_offset);
}
const float* i18 = input[18];
assert(i18 != NULL);
if XNN_UNPREDICTABLE(i18 != zero) {
i18 = (const float*) ((uintptr_t) i18 + input_offset);
}
const float* i19 = input[19];
assert(i19 != NULL);
if XNN_UNPREDICTABLE(i19 != zero) {
i19 = (const float*) ((uintptr_t) i19 + input_offset);
}
const float* i20 = input[20];
assert(i20 != NULL);
if XNN_UNPREDICTABLE(i20 != zero) {
i20 = (const float*) ((uintptr_t) i20 + input_offset);
}
const float* i21 = input[21];
assert(i21 != NULL);
if XNN_UNPREDICTABLE(i21 != zero) {
i21 = (const float*) ((uintptr_t) i21 + input_offset);
}
const float* i22 = input[22];
assert(i22 != NULL);
if XNN_UNPREDICTABLE(i22 != zero) {
i22 = (const float*) ((uintptr_t) i22 + input_offset);
}
const float* i23 = input[23];
assert(i23 != NULL);
if XNN_UNPREDICTABLE(i23 != zero) {
i23 = (const float*) ((uintptr_t) i23 + input_offset);
}
const float* i24 = input[24];
assert(i24 != NULL);
if XNN_UNPREDICTABLE(i24 != zero) {
i24 = (const float*) ((uintptr_t) i24 + input_offset);
}
input = (const float**) ((uintptr_t) input + input_stride);
size_t c = channels;
const float* w = weights;
for (; c >= 8; c -= 8) {
float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
float32x4_t vacc4567p0 = vld1q_f32(w); w += 4;
const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vi0x4567 = vld1q_f32(i0); i0 += 4;
const float32x4_t vk0x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk0x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi0x0123, vk0x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi0x4567, vk0x4567);
const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vi1x4567 = vld1q_f32(i1); i1 += 4;
const float32x4_t vk1x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk1x4567 = vld1q_f32(w); w += 4;
float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
float32x4_t vacc4567p1 = vmulq_f32(vi1x4567, vk1x4567);
const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vi2x4567 = vld1q_f32(i2); i2 += 4;
const float32x4_t vk2x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk2x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi2x0123, vk2x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi2x4567, vk2x4567);
const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vi3x4567 = vld1q_f32(i3); i3 += 4;
const float32x4_t vk3x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk3x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi3x0123, vk3x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi3x4567, vk3x4567);
const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4;
const float32x4_t vi4x4567 = vld1q_f32(i4); i4 += 4;
const float32x4_t vk4x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk4x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi4x0123, vk4x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi4x4567, vk4x4567);
const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4;
const float32x4_t vi5x4567 = vld1q_f32(i5); i5 += 4;
const float32x4_t vk5x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk5x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi5x0123, vk5x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi5x4567, vk5x4567);
const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4;
const float32x4_t vi6x4567 = vld1q_f32(i6); i6 += 4;
const float32x4_t vk6x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk6x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi6x0123, vk6x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi6x4567, vk6x4567);
const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4;
const float32x4_t vi7x4567 = vld1q_f32(i7); i7 += 4;
const float32x4_t vk7x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk7x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi7x0123, vk7x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi7x4567, vk7x4567);
const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4;
const float32x4_t vi8x4567 = vld1q_f32(i8); i8 += 4;
const float32x4_t vk8x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk8x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi8x0123, vk8x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi8x4567, vk8x4567);
const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4;
const float32x4_t vi9x4567 = vld1q_f32(i9); i9 += 4;
const float32x4_t vk9x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk9x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi9x0123, vk9x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi9x4567, vk9x4567);
const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4;
const float32x4_t vi10x4567 = vld1q_f32(i10); i10 += 4;
const float32x4_t vk10x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk10x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi10x0123, vk10x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi10x4567, vk10x4567);
const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4;
const float32x4_t vi11x4567 = vld1q_f32(i11); i11 += 4;
const float32x4_t vk11x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk11x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi11x0123, vk11x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi11x4567, vk11x4567);
const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4;
const float32x4_t vi12x4567 = vld1q_f32(i12); i12 += 4;
const float32x4_t vk12x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk12x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi12x0123, vk12x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi12x4567, vk12x4567);
const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4;
const float32x4_t vi13x4567 = vld1q_f32(i13); i13 += 4;
const float32x4_t vk13x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk13x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi13x0123, vk13x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi13x4567, vk13x4567);
const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4;
const float32x4_t vi14x4567 = vld1q_f32(i14); i14 += 4;
const float32x4_t vk14x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk14x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi14x0123, vk14x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi14x4567, vk14x4567);
const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4;
const float32x4_t vi15x4567 = vld1q_f32(i15); i15 += 4;
const float32x4_t vk15x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk15x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi15x0123, vk15x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi15x4567, vk15x4567);
const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4;
const float32x4_t vi16x4567 = vld1q_f32(i16); i16 += 4;
const float32x4_t vk16x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk16x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi16x0123, vk16x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi16x4567, vk16x4567);
const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4;
const float32x4_t vi17x4567 = vld1q_f32(i17); i17 += 4;
const float32x4_t vk17x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk17x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi17x0123, vk17x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi17x4567, vk17x4567);
const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4;
const float32x4_t vi18x4567 = vld1q_f32(i18); i18 += 4;
const float32x4_t vk18x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk18x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi18x0123, vk18x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi18x4567, vk18x4567);
const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4;
const float32x4_t vi19x4567 = vld1q_f32(i19); i19 += 4;
const float32x4_t vk19x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk19x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi19x0123, vk19x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi19x4567, vk19x4567);
const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4;
const float32x4_t vi20x4567 = vld1q_f32(i20); i20 += 4;
const float32x4_t vk20x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk20x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi20x0123, vk20x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi20x4567, vk20x4567);
const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4;
const float32x4_t vi21x4567 = vld1q_f32(i21); i21 += 4;
const float32x4_t vk21x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk21x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi21x0123, vk21x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi21x4567, vk21x4567);
const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4;
const float32x4_t vi22x4567 = vld1q_f32(i22); i22 += 4;
const float32x4_t vk22x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk22x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi22x0123, vk22x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi22x4567, vk22x4567);
const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4;
const float32x4_t vi23x4567 = vld1q_f32(i23); i23 += 4;
const float32x4_t vk23x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk23x4567 = vld1q_f32(w); w += 4;
vacc0123p1 = vmlaq_f32(vacc0123p1, vi23x0123, vk23x0123);
vacc4567p1 = vmlaq_f32(vacc4567p1, vi23x4567, vk23x4567);
const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4;
const float32x4_t vi24x4567 = vld1q_f32(i24); i24 += 4;
const float32x4_t vk24x0123 = vld1q_f32(w); w += 4;
const float32x4_t vk24x4567 = vld1q_f32(w); w += 4;
vacc0123p0 = vmlaq_f32(vacc0123p0, vi24x0123, vk24x0123);
vacc4567p0 = vmlaq_f32(vacc4567p0, vi24x4567, vk24x4567);
// Add up all accumulators to vacc01234567p0
vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
vacc4567p0 = vaddq_f32(vacc4567p0, vacc4567p1);
float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
float32x4_t vacc4567 = vmaxq_f32(vacc4567p0, vmin);
vacc0123 = vminq_f32(vacc0123, vmax);
vacc4567 = vminq_f32(vacc4567, vmax);
vst1q_f32(output, vacc0123); output += 4;
vst1q_f32(output, vacc4567); output += 4;
}
for (; c >= 4; c -= 4) {
float32x4_t vacc0123p0 = vld1q_f32(w); w += 4;
const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vk0x0123 = vld1q_f32(w + 4);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi0x0123, vk0x0123);
const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vk1x0123 = vld1q_f32(w + 12);
float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vk2x0123 = vld1q_f32(w + 20);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi2x0123, vk2x0123);
const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vk3x0123 = vld1q_f32(w + 28);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi3x0123, vk3x0123);
const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4;
const float32x4_t vk4x0123 = vld1q_f32(w + 36);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi4x0123, vk4x0123);
const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4;
const float32x4_t vk5x0123 = vld1q_f32(w + 44);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi5x0123, vk5x0123);
const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4;
const float32x4_t vk6x0123 = vld1q_f32(w + 52);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi6x0123, vk6x0123);
const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4;
const float32x4_t vk7x0123 = vld1q_f32(w + 60);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi7x0123, vk7x0123);
const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4;
const float32x4_t vk8x0123 = vld1q_f32(w + 68);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi8x0123, vk8x0123);
const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4;
const float32x4_t vk9x0123 = vld1q_f32(w + 76);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi9x0123, vk9x0123);
const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4;
const float32x4_t vk10x0123 = vld1q_f32(w + 84);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi10x0123, vk10x0123);
const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4;
const float32x4_t vk11x0123 = vld1q_f32(w + 92);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi11x0123, vk11x0123);
const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4;
const float32x4_t vk12x0123 = vld1q_f32(w + 100);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi12x0123, vk12x0123);
const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4;
const float32x4_t vk13x0123 = vld1q_f32(w + 108);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi13x0123, vk13x0123);
const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4;
const float32x4_t vk14x0123 = vld1q_f32(w + 116);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi14x0123, vk14x0123);
const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4;
const float32x4_t vk15x0123 = vld1q_f32(w + 124);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi15x0123, vk15x0123);
const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4;
const float32x4_t vk16x0123 = vld1q_f32(w + 132);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi16x0123, vk16x0123);
const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4;
const float32x4_t vk17x0123 = vld1q_f32(w + 140);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi17x0123, vk17x0123);
const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4;
const float32x4_t vk18x0123 = vld1q_f32(w + 148);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi18x0123, vk18x0123);
const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4;
const float32x4_t vk19x0123 = vld1q_f32(w + 156);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi19x0123, vk19x0123);
const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4;
const float32x4_t vk20x0123 = vld1q_f32(w + 164);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi20x0123, vk20x0123);
const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4;
const float32x4_t vk21x0123 = vld1q_f32(w + 172);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi21x0123, vk21x0123);
const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4;
const float32x4_t vk22x0123 = vld1q_f32(w + 180);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi22x0123, vk22x0123);
const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4;
const float32x4_t vk23x0123 = vld1q_f32(w + 188);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi23x0123, vk23x0123);
const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4;
const float32x4_t vk24x0123 = vld1q_f32(w + 196);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi24x0123, vk24x0123);
// Add up all accumulators to vacc0123p0
vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
vacc0123 = vminq_f32(vacc0123, vmax);
vst1q_f32(output, vacc0123); output += 4;
}
if XNN_UNLIKELY(c != 0) {
float32x4_t vacc0123p0 = vld1q_f32(w);
const float32x4_t vi0x0123 = vld1q_f32(i0);
const float32x4_t vk0x0123 = vld1q_f32(w + 8);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi0x0123, vk0x0123);
const float32x4_t vi1x0123 = vld1q_f32(i1);
const float32x4_t vk1x0123 = vld1q_f32(w + 16);
float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123);
const float32x4_t vi2x0123 = vld1q_f32(i2);
const float32x4_t vk2x0123 = vld1q_f32(w + 24);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi2x0123, vk2x0123);
const float32x4_t vi3x0123 = vld1q_f32(i3);
const float32x4_t vk3x0123 = vld1q_f32(w + 32);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi3x0123, vk3x0123);
const float32x4_t vi4x0123 = vld1q_f32(i4);
const float32x4_t vk4x0123 = vld1q_f32(w + 40);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi4x0123, vk4x0123);
const float32x4_t vi5x0123 = vld1q_f32(i5);
const float32x4_t vk5x0123 = vld1q_f32(w + 48);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi5x0123, vk5x0123);
const float32x4_t vi6x0123 = vld1q_f32(i6);
const float32x4_t vk6x0123 = vld1q_f32(w + 56);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi6x0123, vk6x0123);
const float32x4_t vi7x0123 = vld1q_f32(i7);
const float32x4_t vk7x0123 = vld1q_f32(w + 64);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi7x0123, vk7x0123);
const float32x4_t vi8x0123 = vld1q_f32(i8);
const float32x4_t vk8x0123 = vld1q_f32(w + 72);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi8x0123, vk8x0123);
const float32x4_t vi9x0123 = vld1q_f32(i9);
const float32x4_t vk9x0123 = vld1q_f32(w + 80);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi9x0123, vk9x0123);
const float32x4_t vi10x0123 = vld1q_f32(i10);
const float32x4_t vk10x0123 = vld1q_f32(w + 88);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi10x0123, vk10x0123);
const float32x4_t vi11x0123 = vld1q_f32(i11);
const float32x4_t vk11x0123 = vld1q_f32(w + 96);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi11x0123, vk11x0123);
const float32x4_t vi12x0123 = vld1q_f32(i12);
const float32x4_t vk12x0123 = vld1q_f32(w + 104);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi12x0123, vk12x0123);
const float32x4_t vi13x0123 = vld1q_f32(i13);
const float32x4_t vk13x0123 = vld1q_f32(w + 112);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi13x0123, vk13x0123);
const float32x4_t vi14x0123 = vld1q_f32(i14);
const float32x4_t vk14x0123 = vld1q_f32(w + 120);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi14x0123, vk14x0123);
const float32x4_t vi15x0123 = vld1q_f32(i15);
const float32x4_t vk15x0123 = vld1q_f32(w + 128);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi15x0123, vk15x0123);
const float32x4_t vi16x0123 = vld1q_f32(i16);
const float32x4_t vk16x0123 = vld1q_f32(w + 136);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi16x0123, vk16x0123);
const float32x4_t vi17x0123 = vld1q_f32(i17);
const float32x4_t vk17x0123 = vld1q_f32(w + 144);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi17x0123, vk17x0123);
const float32x4_t vi18x0123 = vld1q_f32(i18);
const float32x4_t vk18x0123 = vld1q_f32(w + 152);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi18x0123, vk18x0123);
const float32x4_t vi19x0123 = vld1q_f32(i19);
const float32x4_t vk19x0123 = vld1q_f32(w + 160);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi19x0123, vk19x0123);
const float32x4_t vi20x0123 = vld1q_f32(i20);
const float32x4_t vk20x0123 = vld1q_f32(w + 168);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi20x0123, vk20x0123);
const float32x4_t vi21x0123 = vld1q_f32(i21);
const float32x4_t vk21x0123 = vld1q_f32(w + 176);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi21x0123, vk21x0123);
const float32x4_t vi22x0123 = vld1q_f32(i22);
const float32x4_t vk22x0123 = vld1q_f32(w + 184);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi22x0123, vk22x0123);
const float32x4_t vi23x0123 = vld1q_f32(i23);
const float32x4_t vk23x0123 = vld1q_f32(w + 192);
vacc0123p1 = vmlaq_f32(vacc0123p1, vi23x0123, vk23x0123);
const float32x4_t vi24x0123 = vld1q_f32(i24);
const float32x4_t vk24x0123 = vld1q_f32(w + 200);
vacc0123p0 = vmlaq_f32(vacc0123p0, vi24x0123, vk24x0123);
// Add up all accumulators to vacc0123p0
vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1);
float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin);
vacc0123 = vminq_f32(vacc0123, vmax);
float32x2_t vacc01 = vget_low_f32(vacc0123);
if (c & 2) {
vst1_f32(output, vacc01); output += 2;
vacc01 = vget_high_f32(vacc0123);
}
if (c & 1) {
vst1_lane_f32(output, vacc01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_width != 0);
}